[docs] fix misspellings & typos

[rinbaro]

Motivation

To fix misspellings for more professional docs.

None of the misspellings seem intentional.

[gemini-code-assist]

Summary of Changes

Hello @rinbaro, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on improving the overall quality and professionalism of the project's documentation. It addresses a series of misspellings, grammatical inaccuracies, and inconsistent terminology found across multiple markdown files, ensuring a more polished and reliable resource for users and developers.

Highlights

• Documentation Clarity: Corrected numerous spelling and grammatical errors across various documentation files to enhance readability and professionalism.
• Consistency in Terminology: Standardized terms like "builtin" and "SGLang" for consistency throughout the documentation.
• Code Example Accuracy: Updated code snippets in documentation to fix minor syntax errors and improve clarity, such as in deepseek_v3.md.

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Changelog

• docs/advanced_features/dp_for_multi_modal_encoder.md
  • Corrected "deocoder" to "decoder".
• docs/advanced_features/server_arguments.md
  • Changed "buliltin" to "builtin" in two instances.
• docs/basic_usage/deepseek_v3.md
  • Corrected "an city" to "a city" in tool descriptions.
  • Fixed "Hows" to "How's" in user message examples.
• docs/basic_usage/glmv.md
  • Improved sentence structure from "on. and using" to "on, and use".
  • Corrected "likes" to "like" when referring to an example.
• docs/basic_usage/gpt_oss.md
  • Corrected "helfpul" to "helpful" in assistant instructions (two occurrences).
• docs/basic_usage/sampling_params.md
  • Corrected "structal tag" to "structural tag".
• docs/developer_guide/bench_serving.md
  • Corrected --model mode-name to --model model-name.
• docs/developer_guide/benchmark_and_profiling.md
  • Fixed punctuation: "correctly ." to "correctly.".
• docs/developer_guide/development_guide_using_docker.md
  • Corrected "Monting" to "Mounting" in an example description.
• docs/developer_guide/setup_github_runner.md
  • Changed "GitHub Action" to "GitHub Actions" in the title.
• docs/platforms/amd_gpu.md
  • Added "to" in "how run SGLang" to make it "how to run SGLang".
• docs/platforms/ascend_contribution_guide.md
  • Capitalized "We" in "we recommend" for proper sentence start.
• docs/platforms/ascend_npu_best_practice.md
  • Corrected "Ascend Npu" to "Ascend NPU" for consistent capitalization.
• docs/references/environment_variables.md
  • Corrected "algorithom" to "algorithm".
• docs/references/multi_node_deployment/lws_pd/lws_pd_deploy.md
  • Corrected "SGlang" to "SGLang" for consistent capitalization.
• docs/references/post_training_integration.md
  • Corrected "maxium-powered" to "maximum-powered".
  • Corrected "design parternes" to "design partners".
• docs/references/production_request_trace.md
  • Corrected "SGlang" to "SGLang" for consistent capitalization.
• docs/supported_models/mindspore_models.md
  • Changed "Offline infer" to "Offline inference" in heading and description.

Activity

• No human activity (comments, reviews, etc.) has been recorded for this pull request yet.

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[gemini-code-assist]

Code Review

This pull request fixes several misspellings and typos across various documentation files, improving their overall quality and professionalism. The changes are correct and well-spotted. I've added a couple of minor suggestions to further enhance clarity in two of the documents.